{"id":"W2996172570","doi":"10.1016/j.ekir.2019.12.003","title":"Preventing CKD in Developed Countries","year":2019,"lang":"en","type":"review","venue":"Kidney International Reports","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004308357,0.0002931359,0.001730761,0.0003323176,0.00003235783,0.00003613471,0.0001135073,0.0002271264,0.0004486719],"category_scores_gemma":[0.001202865,0.0002241451,0.0003265286,0.0001474513,0.0000323917,0.00007990426,0.0001830695,0.0003705137,0.0001928931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000792461,"about_ca_system_score_gemma":0.001322166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004180869,"about_ca_topic_score_gemma":0.000007451315,"domain_scores_codex":[0.9976453,0.00003677267,0.00107652,0.0004687411,0.0005638706,0.0002088524],"domain_scores_gemma":[0.9984968,0.0001294865,0.000609623,0.0003406262,0.0003018858,0.0001215938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003038544,0.0002593079,0.006561849,0.02936159,0.004825622,0.01037189,0.0002104121,2.325385e-7,0.000001077618,0.0003521421,0.4280808,0.5199447],"study_design_scores_gemma":[0.0001890835,0.00001204393,0.0001775648,0.02410327,0.001592449,0.003051147,0.000007681585,0.00000118094,0.000001789696,0.00003332082,0.9706323,0.0001981554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005443749,0.9580212,0.000003167124,0.0007660943,0.002070644,0.0006465198,0.00002363304,0.0000409076,0.03842239],"genre_scores_gemma":[0.00005143273,0.9708886,0.0003024958,0.001889877,0.000381162,0.00008454517,0.0003798564,0.00004178526,0.02598029],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5425515,"threshold_uncertainty_score":0.9140372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09265193155871872,"score_gpt":0.3838541099231136,"score_spread":0.2912021783643949,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}